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docs: tag the implemented core with its requirement IDs

Browse Source 
Adds TRACES tags to code that already satisfies a Done requirement, so coverage
reflects what exists rather than starting from zero:

AR-001 face detection, AR-005 ArcFace alignment, AR-023 calibration fit,
DP-001/DP-002 the single analysis core behind the CLI, IR-001 truth-file
emission, IR-006 the Jellyfin round trip, GR-001/GR-002 gallery build and
incremental merge, VR-001 the embedding dump, VR-002 replay through the real
nodes, VR-003 per-second scoring.

Only Done requirements are tagged. A tag on Planned work would inflate coverage
with fiction that looks plausible — the same failure family as a gate that
cannot fail, and harder to spot.

GR-005 (gallery never leaves the instance) stays untagged deliberately: it is a
prohibition satisfied by the absence of an egress path, so there is no unit that
decides it. Same shape as PR-005 in the system spec, which has no software row
for the same reason. A goal held only by prohibitions cannot be verified by
pointing at code.

Coverage 5/63 to 14/63. The three VR tags are reported as tagged-but-unexecuted
and excluded from the numerator, since their tier cannot run on the CI host —
tagging deliberately cannot raise the number on its own.

Suite still 64 cases, 3199 assertions.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

TRACES: AR-001, AR-005, AR-023, DP-001, DP-002, IR-001, IR-006, GR-001, GR-002, VR-001, VR-002, VR-003
This commit is contained in:
dtourolle
2026-07-30 21:20:27 +02:00
co-authored by Claude Opus 5
parent 62396fce75
commit b35d49c772
11 changed files with 169 additions and 46 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/traceability.md
+152 -46
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@@ -3,7 +3,7 @@
<!-- GENERATED FILE - do not edit by hand. --> <!-- GENERATED FILE - do not edit by hand. -->
<!-- Regenerate: scripts/traceability/traceability-gate.sh --> <!-- Regenerate: scripts/traceability/traceability-gate.sh -->
**Generated:** 2026-07-30T19:15:45+00:00 **Generated:** 2026-07-30T19:19:47+00:00
Denominators are read from [`requirements.md`](requirements.md) at run time, never hardcoded. Coverage counts a requirement only when it is tagged in source **and** has a verification tier this repo's CI host can execute (`T1, T2, T3, static`). Denominators are read from [`requirements.md`](requirements.md) at run time, never hardcoded. Coverage counts a requirement only when it is tagged in source **and** has a verification tier this repo's CI host can execute (`T1, T2, T3, static`).
@@ -12,27 +12,28 @@ Denominators are read from [`requirements.md`](requirements.md) at run time, nev
| Metric | Value | | Metric | Value |
|---|---| |---|---|
| Source files scanned | 92 | | Source files scanned | 92 |
| TRACES tags found | 64 | | TRACES tags found | 74 |
| EXCEPTION tags found | 0 | | EXCEPTION tags found | 0 |
| Requirements defined | 63 | | Requirements defined | 63 |
| Requirements covered | 5 | | Requirements covered | 14 |
| **Coverage** | **7.9%** (5/63) | | **Coverage** | **22.2%** (14/63) |
| Coverage of CI-executable scope | 9.6% (5/52) | | Coverage of CI-executable scope | 26.9% (14/52) |
| Tagged but unexecuted in CI | 0 | | Tagged but unexecuted in CI | 3 |
| Orphan tags | 0 | | Orphan tags | 0 |
### By type ### By type
| Type | Covered | Tagged but unexecuted | Defined | | Type | Covered | Tagged but unexecuted | Defined |
|---|---|---|---| |---|---|---|---|
| AR | 0 | 0 | 27 | | AR | 3 | 0 | 27 |
| DP | 0 | 0 | 8 | | DP | 2 | 0 | 8 |
| IR | 4 | 0 | 8 | | IR | 6 | 0 | 8 |
| GR | 1 | 0 | 9 | | GR | 3 | 0 | 9 |
| VR | 0 | 0 | 11 | | VR | 0 | 3 | 11 |
- **UT** tags present (separate taxonomy, not counted in coverage): UT-101, UT-102, UT-103, UT-104 - **UT** tags present (separate taxonomy, not counted in coverage): UT-101, UT-102, UT-103, UT-104
- **SR** tags present (separate taxonomy, not counted in coverage): SR-001, SR-003 - **PR** tags present (separate taxonomy, not counted in coverage): PR-002, PR-004
- **SR** tags present (separate taxonomy, not counted in coverage): SR-001, SR-002, SR-003, SR-005
## Not executable in CI ## Not executable in CI
@@ -41,9 +42,9 @@ These requirements have no verification tier this repo's CI host can run, so a t
| ID | Tiers | Tagged in source | Requirement | | ID | Tiers | Tagged in source | Requirement |
|---|---|---|---| |---|---|---|---|
| AR-027 | T4 | no | Throughput acceptable for **arbitrary** gallery size | | AR-027 | T4 | no | Throughput acceptable for **arbitrary** gallery size |
| VR-001 | out-of-ci | no | HDF5 post-inference dump at the embedded-frame boundary | | VR-001 | out-of-ci | yes | HDF5 post-inference dump at the embedded-frame boundary |
| VR-002 | out-of-ci | no | Replay drives the **real** KPN nodes, not a reimplementation | | VR-002 | out-of-ci | yes | Replay drives the **real** KPN nodes, not a reimplementation |
| VR-003 | out-of-ci | no | Scoring: micro-F1 against X-Ray, precision/recall logged at every eva… | | VR-003 | out-of-ci | yes | Scoring: micro-F1 against X-Ray, precision/recall logged at every eva… |
| VR-004 | out-of-ci | no | Reproducible validation corpus with ground truth | | VR-004 | out-of-ci | no | Reproducible validation corpus with ground truth |
| VR-005 | out-of-ci | no | Minimum face size study — TPI/FPI vs probe size, gallery held at nati… | | VR-005 | out-of-ci | no | Minimum face size study — TPI/FPI vs probe size, gallery held at nati… |
| VR-006 | out-of-ci | no | Re-tune `scene_threshold` once native-rate decode lands | | VR-006 | out-of-ci | no | Re-tune `scene_threshold` once native-rate decode lands |
@@ -52,6 +53,8 @@ These requirements have no verification tier this repo's CI host can run, so a t
| VR-010 | out-of-ci | no | Dump provenance attributes — embedder model, detector settings, `dens… | | VR-010 | out-of-ci | no | Dump provenance attributes — embedder model, detector settings, `dens… |
| VR-011 | out-of-ci | no | Rewrite the replay harness for the post-AR-012 output contract | | VR-011 | out-of-ci | no | Rewrite the replay harness for the post-AR-012 output contract |
**Tagged but unexecuted:** VR-001, VR-002, VR-003 — a test exists and is tagged, but this CI host cannot run it. Report those runs separately.
## Orphan tags ## Orphan tags
A tag naming an ID `requirements.md` does not define. This is what renumbering produces, and what a typo produces. A tag naming an ID `requirements.md` does not define. This is what renumbering produces, and what a typo produces.
@@ -74,11 +77,11 @@ _None._
| ID | Status | Tier | Traces to | Trace state | Tagged in | Requirement | | ID | Status | Tier | Traces to | Trace state | Tagged in | Requirement |
|---|---|---|---|---|---|---| |---|---|---|---|---|---|---|
| AR-001 | Done | T3 | SR-002 | untagged | - | Detect faces in sampled frames; emit bbox, confidence, 5-point landma… | | AR-001 | Done | T3 | SR-002 | covered | `src/nodes/face_detector_node.hpp` | Detect faces in sampled frames; emit bbox, confidence, 5-point landma… |
| AR-002 | Planned | T2 | SR-002 | untagged | - | Minimum face size 66×66 px, expressed in **original** resolution (dec… | | AR-002 | Planned | T2 | SR-002 | untagged | - | Minimum face size 66×66 px, expressed in **original** resolution (dec… |
| AR-003 | Planned | T1, T2, T4 | SR-002 | untagged | - | No fixed per-frame face cap — crowd scenes must not lose background c… | | AR-003 | Planned | T1, T2, T4 | SR-002 | untagged | - | No fixed per-frame face cap — crowd scenes must not lose background c… |
| AR-004 | Planned | T1, T4 | SR-002 | untagged | - | Backpressure: unbounded faces/frame absorbed by slowing, never by dro… | | AR-004 | Planned | T1, T4 | SR-002 | untagged | - | Backpressure: unbounded faces/frame absorbed by slowing, never by dro… |
| AR-005 | Done | T1, T3 | SR-002 | untagged | - | Align to 112×112 via ArcFace 5-point similarity transform | | AR-005 | Done | T1, T3 | SR-002 | covered | `src/face_utils.hpp` | Align to 112×112 via ArcFace 5-point similarity transform |
| AR-006 | Done | T3 | SR-002 | untagged | - | 512-d L2-normalised embeddings, batched | | AR-006 | Done | T3 | SR-002 | untagged | - | 512-d L2-normalised embeddings, batched |
| AR-007 | In Progress | T2 | SR-002 | untagged | - | Associate detections by IoU + embedding, with **frame-dependent** wei… | | AR-007 | In Progress | T2 | SR-002 | untagged | - | Associate detections by IoU + embedding, with **frame-dependent** wei… |
| AR-008 | Planned | T2 | SR-002 | untagged | - | One track pool keyed on `last_seen`; no separate revival path | | AR-008 | Planned | T2 | SR-002 | untagged | - | One track pool keyed on `last_seen`; no separate revival path |
@@ -96,29 +99,29 @@ _None._
| AR-020 | Planned | T2 | SR-005 | untagged | - | Deferred re-identification of unknown tracks against the final expand… | | AR-020 | Planned | T2 | SR-005 | untagged | - | Deferred re-identification of unknown tracks against the final expand… |
| AR-021 | Planned | T2 | SR-005 | untagged | - | Cluster unknown tracks into one entity per person, under temporal can… | | AR-021 | Planned | T2 | SR-005 | untagged | - | Cluster unknown tracks into one entity per person, under temporal can… |
| AR-022 | Planned | T1, T2 | §4 | untagged | - | Capture still-unidentified tracks: embeddings, metadata, **context cr… | | AR-022 | Planned | T1, T2 | §4 | untagged | - | Capture still-unidentified tracks: embeddings, metadata, **context cr… |
| AR-023 | Done | T1 | SR-002 | untagged | - | Fit sigmoid calibration from intra/inter similarity distributions | | AR-023 | Done | T1 | SR-002 | covered | `src/gallery/gallery_calibration.hpp` | Fit sigmoid calibration from intra/inter similarity distributions |
| AR-024 | Planned | T1, static | SR-002 | untagged | - | **Always the calibrated probability, never a raw cosine** — exception… | | AR-024 | Planned | T1, static | SR-002 | untagged | - | **Always the calibrated probability, never a raw cosine** — exception… |
| AR-025 | Planned | T1 | SR-002 | untagged | - | Per-track Bayesian accumulation in log-odds, with correlated-observat… | | AR-025 | Planned | T1 | SR-002 | untagged | - | Per-track Bayesian accumulation in log-odds, with correlated-observat… |
| AR-026 | In Progress | T1, T4 | SR-001 | untagged | - | All similarity computed as GEMM, including annex and deferred pass | | AR-026 | In Progress | T1, T4 | SR-001 | untagged | - | All similarity computed as GEMM, including annex and deferred pass |
| AR-027 | Planned | T4 | SR-001 | untagged | - | Throughput acceptable for **arbitrary** gallery size | | AR-027 | Planned | T4 | SR-001 | untagged | - | Throughput acceptable for **arbitrary** gallery size |
| DP-001 | Done | T1, manual | PR-004 | untagged | - | One analysis core; modes are front-ends and must not fork pipeline lo… | | DP-001 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | One analysis core; modes are front-ends and must not fork pipeline lo… |
| DP-002 | Done | T1, manual | PR-004 | untagged | - | Batch CLI over one title | | DP-002 | Done | T1, manual | PR-004 | covered | `src/main.cpp` | Batch CLI over one title |
| DP-003 | Planned | T1, manual | PR-004 | untagged | - | On-demand resident service with bounded, observable queue | | DP-003 | Planned | T1, manual | PR-004 | untagged | - | On-demand resident service with bounded, observable queue |
| DP-004 | Planned | T1, manual | PR-004 | untagged | - | Opportunistic/idle mode: external trigger, hard stop, implicit re-que… | | DP-004 | Planned | T1, manual | PR-004 | untagged | - | Opportunistic/idle mode: external trigger, hard stop, implicit re-que… |
| DP-005 | Planned | T1, manual | PR-004 | untagged | - | Native installer, no Docker; Fedora + Arch | | DP-005 | Planned | T1, manual | PR-004 | untagged | - | Native installer, no Docker; Fedora + Arch |
| DP-006 | Planned | T1, manual | PR-003 | untagged | - | Background incremental gallery refresh on a timer | | DP-006 | Planned | T1, manual | PR-003 | untagged | - | Background incremental gallery refresh on a timer |
| DP-007 | Planned | T1, manual | PR-004 | untagged | - | CI builder image, CPU-only, pinned by tag in the Gitea container regi… | | DP-007 | Planned | T1, manual | PR-004 | untagged | - | CI builder image, CPU-only, pinned by tag in the Gitea container regi… |
| DP-008 | Planned | T1, manual | PR-004 | untagged | - | Builder images + release jobs per backend (cpu / cuda / rocm); ship b… | | DP-008 | Planned | T1, manual | PR-004 | untagged | - | Builder images + release jobs per backend (cpu / cuda / rocm); ship b… |
| IR-001 | Done | T1 | SR-003 | untagged | - | Emit the JRay truth format as sibling `.jray.json` | | IR-001 | Done | T1 | SR-003 | covered | `src/nodes/result_sink_node.hpp` | Emit the JRay truth format as sibling `.jray.json` |
| IR-002 | Planned | T1 | SR-003 | untagged | - | Windows carry belief + route; `extraction.*` carries `extinction_sec`… | | IR-002 | Planned | T1 | SR-003 | untagged | - | Windows carry belief + route; `extraction.*` carries `extinction_sec`… |
| IR-003 | Planned | T1 | SR-003 | untagged | - | Output written **after** the deferred pass, not at EOF | | IR-003 | Planned | T1 | SR-003 | untagged | - | Output written **after** the deferred pass, not at EOF |
| IR-004 | **Done** — `src/aud… | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Compute the audio signature exactly per server spec §3 | | IR-004 | **Done** — `src/aud… | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Compute the audio signature exactly per server spec §3 |
| IR-005 | **Done** — `tests/f… | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Golden-vector fixture shared with the plugin repo to prove bit-exactn… | | IR-005 | **Done** — `tests/f… | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Golden-vector fixture shared with the plugin repo to prove bit-exactn… |
| IR-006 | Done | T1, manual | SR-001 | untagged | - | Jellyfin round-trip: pull pending queue, push complete results only | | IR-006 | Done | T1, manual | SR-001 | covered | `scripts/run_from_jellyfin.py` | Jellyfin round-trip: pull pending queue, push complete results only |
| IR-007 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Media < 120 s: emit no signature, apply no sync offset — identical ru… | | IR-007 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Media < 120 s: emit no signature, apply no sync offset — identical ru… |
| IR-008 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Emit and honour the signature's own `v1:` version prefix | | IR-008 | **Done** | T1 | SR-003 | covered | `src/audio_signature.cpp`, `src/audio_signature.hpp`, `tests/test_audio_signature.cpp` | Emit and honour the signature's own `v1:` version prefix |
| GR-001 | Done | T1, T3 | SR-001, SR-005 | untagged | - | Build gallery from Jellyfin library cast, TMDB profile fallback | | GR-001 | Done | T1, T3 | SR-001, SR-005 | covered | `scripts/make_jellyfin_gallery.py` | Build gallery from Jellyfin library cast, TMDB profile fallback |
| GR-002 | Done | T1, T3 | PR-003 | untagged | - | Incremental `--merge` refresh without re-embedding known actors | | GR-002 | Done | T1, T3 | PR-003 | covered | `scripts/make_jellyfin_gallery.py` | Incremental `--merge` refresh without re-embedding known actors |
| GR-003 | Planned | T1, T3 | SR-001 | untagged | - | Report coverage: zero-image actors, under-referenced actors, dedup, c… | | GR-003 | Planned | T1, T3 | SR-001 | untagged | - | Report coverage: zero-image actors, under-referenced actors, dedup, c… |
| GR-004 | **Done** — basename… | T1, T3 | SR-001 | covered | `scripts/filter_gallery.py`, `scripts/make_gallery.py`, `scripts/make_jellyfin_gallery.py`, `scripts/movienet_eval.py`, `scripts/optimizer/fetch_missing_actors.py`, `scripts/optimizer/optimize.py`, `scripts/optimizer/reembed_gallery.py`, `scripts/optimizer/replay.py`, `scripts/sae_embed_loader.py`, `scripts/sae_gallery.py`, `scripts/sae_stamp.py`, `scripts/stamp_gallery.py`, `src/config.hpp`, `src/gallery/embedder_stamp.cpp`, `src/gallery/embedder_stamp.hpp`, `src/gallery/gallery_builder.cpp`, `src/gallery/gallery_store.cpp`, `src/kpn_bindings.cpp`, `src/main.cpp`, `src/nodes/embedding_dump_node.hpp`, `src/scene_preview.cpp`, `src/types.hpp`, `tests/test_gallery_store.cpp` | Stamp embedder identity into the gallery; **hard startup error** on m… | | GR-004 | **Done** — basename… | T1, T3 | SR-001 | covered | `scripts/filter_gallery.py`, `scripts/make_gallery.py`, `scripts/make_jellyfin_gallery.py`, `scripts/movienet_eval.py`, `scripts/optimizer/fetch_missing_actors.py`, `scripts/optimizer/optimize.py`, `scripts/optimizer/reembed_gallery.py`, `scripts/optimizer/replay.py`, `scripts/sae_embed_loader.py`, `scripts/sae_gallery.py`, `scripts/sae_stamp.py`, `scripts/stamp_gallery.py`, `src/config.hpp`, `src/gallery/embedder_stamp.cpp`, `src/gallery/embedder_stamp.hpp`, `src/gallery/gallery_builder.cpp`, `src/gallery/gallery_store.cpp`, `src/kpn_bindings.cpp`, `src/main.cpp`, `src/nodes/embedding_dump_node.hpp`, `src/scene_preview.cpp`, `src/types.hpp`, `tests/test_gallery_store.cpp` | Stamp embedder identity into the gallery; **hard startup error** on m… |
| GR-005 | Done | T1, T3 | **SR-005** | untagged | - | Gallery data never leaves the instance | | GR-005 | Done | T1, T3 | **SR-005** | untagged | - | Gallery data never leaves the instance |
@@ -126,9 +129,9 @@ _None._
| GR-007 | Planned | T1 | SR-005 | untagged | - | Persist harvested embeddings **flagged and reviewable**, never silent… | | GR-007 | Planned | T1 | SR-005 | untagged | - | Persist harvested embeddings **flagged and reviewable**, never silent… |
| GR-008 | Planned | T1 | SR-005 | untagged | - | Flag distributional outliers among an actor's references (poisoning g… | | GR-008 | Planned | T1 | SR-005 | untagged | - | Flag distributional outliers among an actor's references (poisoning g… |
| GR-009 | TBD | T1 | §4 | untagged | - | Human-confirmed associations persist and improve future extractions | | GR-009 | TBD | T1 | §4 | untagged | - | Human-confirmed associations persist and improve future extractions |
| VR-001 | Done | out-of-ci | PR-002 | untagged | - | HDF5 post-inference dump at the embedded-frame boundary | | VR-001 | Done | out-of-ci | PR-002 | tagged, unexecuted | `src/nodes/embedding_dump_node.hpp` | HDF5 post-inference dump at the embedded-frame boundary |
| VR-002 | Done | out-of-ci | PR-002 | untagged | - | Replay drives the **real** KPN nodes, not a reimplementation | | VR-002 | Done | out-of-ci | PR-002 | tagged, unexecuted | `scripts/optimizer/replay.py` | Replay drives the **real** KPN nodes, not a reimplementation |
| VR-003 | Done | out-of-ci | PR-002 | untagged | - | Scoring: micro-F1 against X-Ray, precision/recall logged at every eva… | | VR-003 | Done | out-of-ci | PR-002 | tagged, unexecuted | `scripts/optimizer/second_score.py` | Scoring: micro-F1 against X-Ray, precision/recall logged at every eva… |
| VR-004 | Done | out-of-ci | PR-002 | untagged | - | Reproducible validation corpus with ground truth | | VR-004 | Done | out-of-ci | PR-002 | untagged | - | Reproducible validation corpus with ground truth |
| VR-005 | Planned | out-of-ci | PR-002 | untagged | - | Minimum face size study — TPI/FPI vs probe size, gallery held at nati… | | VR-005 | Planned | out-of-ci | PR-002 | untagged | - | Minimum face size study — TPI/FPI vs probe size, gallery held at nati… |
| VR-006 | Planned | out-of-ci | PR-002 | untagged | - | Re-tune `scene_threshold` once native-rate decode lands | | VR-006 | Planned | out-of-ci | PR-002 | untagged | - | Re-tune `scene_threshold` once native-rate decode lands |
@@ -140,6 +143,48 @@ _None._
## Detailed mapping ## Detailed mapping
### AR-001
**Locations:** 1
- [`src/nodes/face_detector_node.hpp:2`](../src/nodes/face_detector_node.hpp#L2) — `Unknown`
### AR-005
**Locations:** 1
- [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `inline cv::Mat align_face(const cv::Mat& img,`
### AR-023
**Locations:** 1
- [`src/gallery/gallery_calibration.hpp:2`](../src/gallery/gallery_calibration.hpp#L2) — `Unknown`
### DP-001
**Locations:** 1
- [`src/main.cpp:3`](../src/main.cpp#L3) — `Unknown`
### DP-002
**Locations:** 1
- [`src/main.cpp:3`](../src/main.cpp#L3) — `Unknown`
### GR-001
**Locations:** 1
- [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
### GR-002
**Locations:** 1
- [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
### GR-004 ### GR-004
**Locations:** 44 **Locations:** 44
@@ -153,9 +198,9 @@ _None._
- [`src/gallery/gallery_store.cpp:219`](../src/gallery/gallery_store.cpp#L219) — `Unknown` - [`src/gallery/gallery_store.cpp:219`](../src/gallery/gallery_store.cpp#L219) — `Unknown`
- [`src/kpn_bindings.cpp:167`](../src/kpn_bindings.cpp#L167) — `Unknown` - [`src/kpn_bindings.cpp:167`](../src/kpn_bindings.cpp#L167) — `Unknown`
- [`src/kpn_bindings.cpp:217`](../src/kpn_bindings.cpp#L217) — `Unknown` - [`src/kpn_bindings.cpp:217`](../src/kpn_bindings.cpp#L217) — `Unknown`
- [`src/main.cpp:172`](../src/main.cpp#L172) — `Unknown` - [`src/main.cpp:176`](../src/main.cpp#L176) — `Unknown`
- [`src/nodes/embedding_dump_node.hpp:29`](../src/nodes/embedding_dump_node.hpp#L29) — `static constexpr std::string_view label() { return "embedding_dump"; }` - [`src/nodes/embedding_dump_node.hpp:30`](../src/nodes/embedding_dump_node.hpp#L30) — `static constexpr std::string_view label() { return "embedding_dump"; }`
- [`src/nodes/embedding_dump_node.hpp:101`](../src/nodes/embedding_dump_node.hpp#L101) — `H5::StrType str(H5::PredType::C_S1, H5T_VARIABLE);` - [`src/nodes/embedding_dump_node.hpp:102`](../src/nodes/embedding_dump_node.hpp#L102) — `H5::StrType str(H5::PredType::C_S1, H5T_VARIABLE);`
- [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)` - [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)`
- [`src/types.hpp:141`](../src/types.hpp#L141) — `struct Actor` - [`src/types.hpp:141`](../src/types.hpp#L141) — `struct Actor`
- [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");` - [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");`
@@ -172,8 +217,8 @@ _None._
- [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");` - [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");`
- [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]` - [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]`
- [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown` - [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:446`](../scripts/make_jellyfin_gallery.py#L446) — `Unknown` - [`scripts/make_jellyfin_gallery.py:448`](../scripts/make_jellyfin_gallery.py#L448) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:454`](../scripts/make_jellyfin_gallery.py#L454) — `Unknown` - [`scripts/make_jellyfin_gallery.py:456`](../scripts/make_jellyfin_gallery.py#L456) — `Unknown`
- [`scripts/movienet_eval.py:65`](../scripts/movienet_eval.py#L65) — `with open(args.gt) as f:` - [`scripts/movienet_eval.py:65`](../scripts/movienet_eval.py#L65) — `with open(args.gt) as f:`
- [`scripts/optimizer/fetch_missing_actors.py:62`](../scripts/optimizer/fetch_missing_actors.py#L62) — `def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,` - [`scripts/optimizer/fetch_missing_actors.py:62`](../scripts/optimizer/fetch_missing_actors.py#L62) — `def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,`
- [`scripts/optimizer/fetch_missing_actors.py:109`](../scripts/optimizer/fetch_missing_actors.py#L109) — `def merge(base_path, add_path, out_path):` - [`scripts/optimizer/fetch_missing_actors.py:109`](../scripts/optimizer/fetch_missing_actors.py#L109) — `def merge(base_path, add_path, out_path):`
@@ -181,14 +226,20 @@ _None._
- [`scripts/optimizer/optimize.py:186`](../scripts/optimizer/optimize.py#L186) — `Unknown` - [`scripts/optimizer/optimize.py:186`](../scripts/optimizer/optimize.py#L186) — `Unknown`
- [`scripts/optimizer/optimize.py:202`](../scripts/optimizer/optimize.py#L202) — `if not Path(f["dump"]).exists():` - [`scripts/optimizer/optimize.py:202`](../scripts/optimizer/optimize.py#L202) — `if not Path(f["dump"]).exists():`
- [`scripts/optimizer/reembed_gallery.py:62`](../scripts/optimizer/reembed_gallery.py#L62) — `for i, a in enumerate(ref["actors"], 1):` - [`scripts/optimizer/reembed_gallery.py:62`](../scripts/optimizer/reembed_gallery.py#L62) — `for i, a in enumerate(ref["actors"], 1):`
- [`scripts/optimizer/replay.py:111`](../scripts/optimizer/replay.py#L111) — `Unknown` - [`scripts/optimizer/replay.py:113`](../scripts/optimizer/replay.py#L113) — `Unknown`
- [`scripts/optimizer/replay.py:250`](../scripts/optimizer/replay.py#L250) — `Unknown` - [`scripts/optimizer/replay.py:252`](../scripts/optimizer/replay.py#L252) — `Unknown`
- [`scripts/sae_embed_loader.py:22`](../scripts/sae_embed_loader.py#L22) — `return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE)` - [`scripts/sae_embed_loader.py:22`](../scripts/sae_embed_loader.py#L22) — `return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE)`
- [`scripts/sae_gallery.py:171`](../scripts/sae_gallery.py#L171) — `if not _stamp_empty(embedder):` - [`scripts/sae_gallery.py:171`](../scripts/sae_gallery.py#L171) — `if not _stamp_empty(embedder):`
- [`scripts/sae_gallery.py:199`](../scripts/sae_gallery.py#L199) — `for a in range(len(offset)):` - [`scripts/sae_gallery.py:199`](../scripts/sae_gallery.py#L199) — `for a in range(len(offset)):`
- [`scripts/sae_stamp.py:3`](../scripts/sae_stamp.py#L3) — `Unknown` - [`scripts/sae_stamp.py:3`](../scripts/sae_stamp.py#L3) — `Unknown`
- [`scripts/stamp_gallery.py:4`](../scripts/stamp_gallery.py#L4) — `Unknown` - [`scripts/stamp_gallery.py:4`](../scripts/stamp_gallery.py#L4) — `Unknown`
### IR-001
**Locations:** 1
- [`src/nodes/result_sink_node.hpp:2`](../src/nodes/result_sink_node.hpp#L2) — `Unknown`
### IR-004 ### IR-004
**Locations:** 16 **Locations:** 16
@@ -220,6 +271,12 @@ _None._
- [`tests/test_audio_signature.cpp:129`](../tests/test_audio_signature.cpp#L129) — `Unknown` - [`tests/test_audio_signature.cpp:129`](../tests/test_audio_signature.cpp#L129) — `Unknown`
- [`tests/test_audio_signature.cpp:138`](../tests/test_audio_signature.cpp#L138) — `Unknown` - [`tests/test_audio_signature.cpp:138`](../tests/test_audio_signature.cpp#L138) — `Unknown`
### IR-006
**Locations:** 1
- [`scripts/run_from_jellyfin.py:4`](../scripts/run_from_jellyfin.py#L4) — `Unknown`
### IR-007 ### IR-007
**Locations:** 8 **Locations:** 8
@@ -245,9 +302,23 @@ _None._
- [`tests/test_audio_signature.cpp:129`](../tests/test_audio_signature.cpp#L129) — `Unknown` - [`tests/test_audio_signature.cpp:129`](../tests/test_audio_signature.cpp#L129) — `Unknown`
- [`tests/test_audio_signature.cpp:167`](../tests/test_audio_signature.cpp#L167) — `Unknown` - [`tests/test_audio_signature.cpp:167`](../tests/test_audio_signature.cpp#L167) — `Unknown`
### PR-002
**Locations:** 3
- [`src/nodes/embedding_dump_node.hpp:2`](../src/nodes/embedding_dump_node.hpp#L2) — `Unknown`
- [`scripts/optimizer/replay.py:5`](../scripts/optimizer/replay.py#L5) — `Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an`
- [`scripts/optimizer/second_score.py:5`](../scripts/optimizer/second_score.py#L5) — `Unknown`
### PR-004
**Locations:** 1
- [`src/main.cpp:3`](../src/main.cpp#L3) — `Unknown`
### SR-001 ### SR-001
**Locations:** 44 **Locations:** 46
- [`src/config.hpp:43`](../src/config.hpp#L43) — `Unknown` - [`src/config.hpp:43`](../src/config.hpp#L43) — `Unknown`
- [`src/gallery/embedder_stamp.cpp:1`](../src/gallery/embedder_stamp.cpp#L1) — `Unknown` - [`src/gallery/embedder_stamp.cpp:1`](../src/gallery/embedder_stamp.cpp#L1) — `Unknown`
@@ -258,9 +329,9 @@ _None._
- [`src/gallery/gallery_store.cpp:219`](../src/gallery/gallery_store.cpp#L219) — `Unknown` - [`src/gallery/gallery_store.cpp:219`](../src/gallery/gallery_store.cpp#L219) — `Unknown`
- [`src/kpn_bindings.cpp:167`](../src/kpn_bindings.cpp#L167) — `Unknown` - [`src/kpn_bindings.cpp:167`](../src/kpn_bindings.cpp#L167) — `Unknown`
- [`src/kpn_bindings.cpp:217`](../src/kpn_bindings.cpp#L217) — `Unknown` - [`src/kpn_bindings.cpp:217`](../src/kpn_bindings.cpp#L217) — `Unknown`
- [`src/main.cpp:172`](../src/main.cpp#L172) — `Unknown` - [`src/main.cpp:176`](../src/main.cpp#L176) — `Unknown`
- [`src/nodes/embedding_dump_node.hpp:29`](../src/nodes/embedding_dump_node.hpp#L29) — `static constexpr std::string_view label() { return "embedding_dump"; }` - [`src/nodes/embedding_dump_node.hpp:30`](../src/nodes/embedding_dump_node.hpp#L30) — `static constexpr std::string_view label() { return "embedding_dump"; }`
- [`src/nodes/embedding_dump_node.hpp:101`](../src/nodes/embedding_dump_node.hpp#L101) — `H5::StrType str(H5::PredType::C_S1, H5T_VARIABLE);` - [`src/nodes/embedding_dump_node.hpp:102`](../src/nodes/embedding_dump_node.hpp#L102) — `H5::StrType str(H5::PredType::C_S1, H5T_VARIABLE);`
- [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)` - [`src/scene_preview.cpp:133`](../src/scene_preview.cpp#L133) — `int main(int argc, char** argv)`
- [`src/types.hpp:141`](../src/types.hpp#L141) — `struct Actor` - [`src/types.hpp:141`](../src/types.hpp#L141) — `struct Actor`
- [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");` - [`tests/test_gallery_store.cpp:182`](../tests/test_gallery_store.cpp#L182) — `TempFile tf("gallery_stamped.h5");`
@@ -277,8 +348,9 @@ _None._
- [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");` - [`tests/test_gallery_store.cpp:384`](../tests/test_gallery_store.cpp#L384) — `TempFile tf("fake_model.onnx");`
- [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]` - [`scripts/filter_gallery.py:80`](../scripts/filter_gallery.py#L80) — `if actor_jellyfin_id(a) in cast_ids]`
- [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown` - [`scripts/make_gallery.py:181`](../scripts/make_gallery.py#L181) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:446`](../scripts/make_jellyfin_gallery.py#L446) — `Unknown` - [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:454`](../scripts/make_jellyfin_gallery.py#L454) — `Unknown` - [`scripts/make_jellyfin_gallery.py:448`](../scripts/make_jellyfin_gallery.py#L448) — `Unknown`
- [`scripts/make_jellyfin_gallery.py:456`](../scripts/make_jellyfin_gallery.py#L456) — `Unknown`
- [`scripts/movienet_eval.py:65`](../scripts/movienet_eval.py#L65) — `with open(args.gt) as f:` - [`scripts/movienet_eval.py:65`](../scripts/movienet_eval.py#L65) — `with open(args.gt) as f:`
- [`scripts/optimizer/fetch_missing_actors.py:62`](../scripts/optimizer/fetch_missing_actors.py#L62) — `def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,` - [`scripts/optimizer/fetch_missing_actors.py:62`](../scripts/optimizer/fetch_missing_actors.py#L62) — `def fetch(missing_path, out_path, token, build_dir, models_dir, arcface,`
- [`scripts/optimizer/fetch_missing_actors.py:109`](../scripts/optimizer/fetch_missing_actors.py#L109) — `def merge(base_path, add_path, out_path):` - [`scripts/optimizer/fetch_missing_actors.py:109`](../scripts/optimizer/fetch_missing_actors.py#L109) — `def merge(base_path, add_path, out_path):`
@@ -286,20 +358,36 @@ _None._
- [`scripts/optimizer/optimize.py:186`](../scripts/optimizer/optimize.py#L186) — `Unknown` - [`scripts/optimizer/optimize.py:186`](../scripts/optimizer/optimize.py#L186) — `Unknown`
- [`scripts/optimizer/optimize.py:202`](../scripts/optimizer/optimize.py#L202) — `if not Path(f["dump"]).exists():` - [`scripts/optimizer/optimize.py:202`](../scripts/optimizer/optimize.py#L202) — `if not Path(f["dump"]).exists():`
- [`scripts/optimizer/reembed_gallery.py:62`](../scripts/optimizer/reembed_gallery.py#L62) — `for i, a in enumerate(ref["actors"], 1):` - [`scripts/optimizer/reembed_gallery.py:62`](../scripts/optimizer/reembed_gallery.py#L62) — `for i, a in enumerate(ref["actors"], 1):`
- [`scripts/optimizer/replay.py:111`](../scripts/optimizer/replay.py#L111) — `Unknown` - [`scripts/optimizer/replay.py:113`](../scripts/optimizer/replay.py#L113) — `Unknown`
- [`scripts/optimizer/replay.py:250`](../scripts/optimizer/replay.py#L250) — `Unknown` - [`scripts/optimizer/replay.py:252`](../scripts/optimizer/replay.py#L252) — `Unknown`
- [`scripts/run_from_jellyfin.py:4`](../scripts/run_from_jellyfin.py#L4) — `Unknown`
- [`scripts/sae_embed_loader.py:22`](../scripts/sae_embed_loader.py#L22) — `return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE)` - [`scripts/sae_embed_loader.py:22`](../scripts/sae_embed_loader.py#L22) — `return arcface if arcface else str(Path(models_dir) / DEFAULT_ARCFACE)`
- [`scripts/sae_gallery.py:171`](../scripts/sae_gallery.py#L171) — `if not _stamp_empty(embedder):` - [`scripts/sae_gallery.py:171`](../scripts/sae_gallery.py#L171) — `if not _stamp_empty(embedder):`
- [`scripts/sae_gallery.py:199`](../scripts/sae_gallery.py#L199) — `for a in range(len(offset)):` - [`scripts/sae_gallery.py:199`](../scripts/sae_gallery.py#L199) — `for a in range(len(offset)):`
- [`scripts/sae_stamp.py:3`](../scripts/sae_stamp.py#L3) — `Unknown` - [`scripts/sae_stamp.py:3`](../scripts/sae_stamp.py#L3) — `Unknown`
- [`scripts/stamp_gallery.py:4`](../scripts/stamp_gallery.py#L4) — `Unknown` - [`scripts/stamp_gallery.py:4`](../scripts/stamp_gallery.py#L4) — `Unknown`
### SR-002
**Locations:** 3
- [`src/face_utils.hpp:2`](../src/face_utils.hpp#L2) — `inline cv::Mat align_face(const cv::Mat& img,`
- [`src/gallery/gallery_calibration.hpp:2`](../src/gallery/gallery_calibration.hpp#L2) — `Unknown`
- [`src/nodes/face_detector_node.hpp:2`](../src/nodes/face_detector_node.hpp#L2) — `Unknown`
### SR-003 ### SR-003
**Locations:** 2 **Locations:** 3
- [`src/audio_signature.cpp:3`](../src/audio_signature.cpp#L3) — `Unknown` - [`src/audio_signature.cpp:3`](../src/audio_signature.cpp#L3) — `Unknown`
- [`src/audio_signature.hpp:4`](../src/audio_signature.hpp#L4) — `Unknown` - [`src/audio_signature.hpp:4`](../src/audio_signature.hpp#L4) — `Unknown`
- [`src/nodes/result_sink_node.hpp:2`](../src/nodes/result_sink_node.hpp#L2) — `Unknown`
### SR-005
**Locations:** 1
- [`scripts/make_jellyfin_gallery.py:4`](../scripts/make_jellyfin_gallery.py#L4) — `Unknown`
### UT-101 ### UT-101
@@ -338,20 +426,38 @@ _None._
- [`tests/test_audio_signature.cpp:328`](../tests/test_audio_signature.cpp#L328) — `std::vector<float> a(kWindowSamples / 50);` - [`tests/test_audio_signature.cpp:328`](../tests/test_audio_signature.cpp#L328) — `std::vector<float> a(kWindowSamples / 50);`
- [`tests/test_audio_signature.cpp:344`](../tests/test_audio_signature.cpp#L344) — `return base64_encode(reinterpret_cast<const std::uint8_t*>(s.data()), s.size());` - [`tests/test_audio_signature.cpp:344`](../tests/test_audio_signature.cpp#L344) — `return base64_encode(reinterpret_cast<const std::uint8_t*>(s.data()), s.size());`
### VR-001
**Locations:** 1
- [`src/nodes/embedding_dump_node.hpp:2`](../src/nodes/embedding_dump_node.hpp#L2) — `Unknown`
### VR-002
**Locations:** 1
- [`scripts/optimizer/replay.py:5`](../scripts/optimizer/replay.py#L5) — `Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an`
### VR-003
**Locations:** 1
- [`scripts/optimizer/second_score.py:5`](../scripts/optimizer/second_score.py#L5) — `Unknown`
## Tag diagnostics ## Tag diagnostics
**Malformed tags:** **Malformed tags:**
- `scripts/filter_gallery.py:80` — {'ignored': ['— a filtered gallery holds the SAME vectors as its']} - `scripts/filter_gallery.py:80` — {'ignored': ['— a filtered gallery holds the SAME vectors as its']}
- `scripts/make_gallery.py:181` — {'ignored': ['— stamp with the model actually loaded', 'resolved']} - `scripts/make_gallery.py:181` — {'ignored': ['— stamp with the model actually loaded', 'resolved']}
- `scripts/make_jellyfin_gallery.py:454` — {'ignored': ["— --merge keeps the existing actors' vectors and"]} - `scripts/make_jellyfin_gallery.py:456` — {'ignored': ["— --merge keeps the existing actors' vectors and"]}
- `scripts/movienet_eval.py:65` — {'ignored': ['— match() below is a bare dot product against the']} - `scripts/movienet_eval.py:65` — {'ignored': ['— match() below is a bare dot product against the']}
- `scripts/optimizer/fetch_missing_actors.py:109` — {'ignored': ['— the legacy JSON gallery carries the same stamp as']} - `scripts/optimizer/fetch_missing_actors.py:109` — {'ignored': ['— the legacy JSON gallery carries the same stamp as']}
- `scripts/optimizer/fetch_missing_actors.py:123` — {'ignored': ['— merging two galleries from different models makes']} - `scripts/optimizer/fetch_missing_actors.py:123` — {'ignored': ['— merging two galleries from different models makes']}
- `scripts/optimizer/optimize.py:202` — {'ignored': ['— every (dump', 'gallery) pair is checked ONCE here']} - `scripts/optimizer/optimize.py:202` — {'ignored': ['— every (dump', 'gallery) pair is checked ONCE here']}
- `scripts/optimizer/reembed_gallery.py:62` — {'ignored': ['— this script exists to produce a gallery in a']} - `scripts/optimizer/reembed_gallery.py:62` — {'ignored': ['— this script exists to produce a gallery in a']}
- `scripts/optimizer/replay.py:111` — {'ignored': ['— checked here', 'before any network is built', 'so a']} - `scripts/optimizer/replay.py:113` — {'ignored': ['— checked here', 'before any network is built', 'so a']}
- `scripts/optimizer/replay.py:250` — {'ignored': ['— promote an unprovable gallery/dump binding from a']} - `scripts/optimizer/replay.py:252` — {'ignored': ['— promote an unprovable gallery/dump binding from a']}
- `scripts/sae_embed_loader.py:22` — {'ignored': ['— single source of truth for "which model is this"']} - `scripts/sae_embed_loader.py:22` — {'ignored': ['— single source of truth for "which model is this"']}
- `scripts/sae_gallery.py:171` — {'ignored': ['— omitted entirely when unknown', 'so "unstamped"']} - `scripts/sae_gallery.py:171` — {'ignored': ['— omitted entirely when unknown', 'so "unstamped"']}
- `scripts/sae_gallery.py:199` — {'ignored': ['— carried through so a derived gallery (filter']} - `scripts/sae_gallery.py:199` — {'ignored': ['— carried through so a derived gallery (filter']}
scripts/make_jellyfin_gallery.py
+2
View File
@@ -1,6 +1,8 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""make_jellyfin_gallery.py — build a gallery.h5 spanning an entire Jellyfin library. """make_jellyfin_gallery.py — build a gallery.h5 spanning an entire Jellyfin library.
TRACES: GR-001, GR-002 | SR-001, SR-005
Queries the Jellyfin API for every Movie/Series, collects the unique cast Queries the Jellyfin API for every Movie/Series, collects the unique cast
across the whole library, downloads each actor's headshot directly from across the whole library, downloads each actor's headshot directly from
Jellyfin (no TMDB key needed), embeds them with the sae_embed module (SCRFD + Jellyfin (no TMDB key needed), embeds them with the sae_embed module (SCRFD +
scripts/optimizer/replay.py
+2
View File
@@ -2,6 +2,8 @@
""" """
replay.py — replay a dumped embedding HDF5 through the real KPN downstream nodes. replay.py — replay a dumped embedding HDF5 through the real KPN downstream nodes.
TRACES: VR-002 | PR-002
Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an Reads an embedding dump (scripts/optimizer/SCHEMA.md), feeds each frame as an
EmbeddedSceneFrame into a Python-assembled KPN network wiring the *real* C++ EmbeddedSceneFrame into a Python-assembled KPN network wiring the *real* C++
face_tracker → identity_matcher → scene_tracker, and returns the same presence-window face_tracker → identity_matcher → scene_tracker, and returns the same presence-window
scripts/optimizer/second_score.py
+2
View File
@@ -2,6 +2,8 @@
""" """
second_score.py — uniform per-second agreement with X-Ray. second_score.py — uniform per-second agreement with X-Ray.
TRACES: VR-003 | PR-002
Unlike scene_score.py (which unions our detections over a whole X-Ray scene), this Unlike scene_score.py (which unions our detections over a whole X-Ray scene), this
samples EVERY SECOND of the film and asks: at second t, do we name the same actors samples EVERY SECOND of the film and asks: at second t, do we name the same actors
X-Ray says are on screen? X-Ray says are on screen?
scripts/run_from_jellyfin.py
+2
View File
@@ -1,6 +1,8 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
"""run_from_jellyfin.py — resolve a Jellyfin title to its media file and run scene_analyze. """run_from_jellyfin.py — resolve a Jellyfin title to its media file and run scene_analyze.
TRACES: IR-006 | SR-001
Looks up a Movie/Episode in Jellyfin, reads its on-disk Path (Jellyfin and this Looks up a Movie/Episode in Jellyfin, reads its on-disk Path (Jellyfin and this
tool must share the same media mount), filters the gallery down to that tool must share the same media mount), filters the gallery down to that
title's credited cast (via filter_gallery's logic, fewer look-alike title's credited cast (via filter_gallery's logic, fewer look-alike
src/face_utils.hpp
+1
View File
@@ -1,4 +1,5 @@
#pragma once #pragma once
/// TRACES: AR-005 | SR-002
#include "types.hpp" #include "types.hpp"
#include <opencv2/calib3d.hpp> #include <opencv2/calib3d.hpp>
src/gallery/gallery_calibration.hpp
+1
View File
@@ -1,4 +1,5 @@
#pragma once #pragma once
/// TRACES: AR-023 | SR-002
#include "types.hpp" #include "types.hpp"
#include <algorithm> #include <algorithm>
src/main.cpp
+4
View File
@@ -1,5 +1,9 @@
// scene_analyze — identify actors in a movie using a KPN pipeline // scene_analyze — identify actors in a movie using a KPN pipeline
// //
// TRACES: DP-001, DP-002 | PR-004
// One analysis core; the CLI is a front-end over it and must not fork pipeline
// logic. Other deployment modes (DP-003, DP-004) wrap this same core.
//
// KPN topology (release build): // KPN topology (release build):
// //
// [frame_source] ──Frame──► [face_detector] ──SceneFrame──► [face_aligner] // [frame_source] ──Frame──► [face_detector] ──SceneFrame──► [face_aligner]
src/nodes/embedding_dump_node.hpp
+1
View File
@@ -1,4 +1,5 @@
#pragma once #pragma once
/// TRACES: VR-001 | PR-002
#include "types.hpp" #include "types.hpp"
#include "config.hpp" #include "config.hpp"
#include "gallery/embedder_stamp.hpp" #include "gallery/embedder_stamp.hpp"
src/nodes/face_detector_node.hpp
+1
View File
@@ -1,4 +1,5 @@
#pragma once #pragma once
/// TRACES: AR-001 | SR-002
#include "config.hpp" #include "config.hpp"
#include "inference/face_detector.hpp" #include "inference/face_detector.hpp"
src/nodes/result_sink_node.hpp
+1
View File
@@ -1,4 +1,5 @@
#pragma once #pragma once
/// TRACES: IR-001 | SR-003
#include "types.hpp" #include "types.hpp"
#include "config.hpp" #include "config.hpp"